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ORCIDFelix Abramovich
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- affiliation: Tel Aviv University, Israel
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2020 – today
- 2023
[j7]Tomer Levy, Felix Abramovich:
Generalization error bounds for multiclass sparse linear classifiers. J. Mach. Learn. Res. 24: 151:1-151:35 (2023)- [i4]Felix Abramovich:
Statistical learning by sparse deep neural networks. CoRR abs/2311.08845 (2023) - 2022
- [i3]Tomer Levy, Felix Abramovich:
Generalization Error Bounds for Multiclass Sparse Linear Classifiers. CoRR abs/2204.06264 (2022) - [i2]Felix Abramovich:
Classification by sparse additive models. CoRR abs/2212.01792 (2022) - 2021
- [j6]Felix Abramovich
, Vadim Grinshtein, Tomer Levy:
Multiclass Classification by Sparse Multinomial Logistic Regression. IEEE Trans. Inf. Theory 67(7): 4637-4646 (2021) - 2020
- [i1]Felix Abramovich, Vadim Grinshtein, Tomer Levy:
Multiclass classification by sparse multinomial logistic regression. CoRR abs/2003.01951 (2020)
2010 – 2019
- 2019
- [j5]Felix Abramovich, Marianna Pensky:
Classification with many classes: Challenges and pluses. J. Multivar. Anal. 174 (2019) - [j4]Felix Abramovich, Vadim Grinshtein:
High-Dimensional Classification by Sparse Logistic Regression. IEEE Trans. Inf. Theory 65(5): 3068-3079 (2019) - 2016
- [j3]Felix Abramovich, Vadim Grinshtein:
Model Selection and Minimax Estimation in Generalized Linear Models. IEEE Trans. Inf. Theory 62(6): 3721-3730 (2016)
2000 – 2009
- 2004
- [j2]Felix Abramovich, Anestis Antoniadis, Theofanis Sapatinas, Brani Vidakovic:
Optimal Testing in a Fixed-Effects Functional Analysis of Variance Model. Int. J. Wavelets Multiresolution Inf. Process. 2(4): 323-349 (2004)
1990 – 1999
- 1997
- [j1]Felix Abramovich, Polina Bayvel:
Some statistical remarks on the derivation of BER in amplified optical communication systems. IEEE Trans. Commun. 45(9): 1032-1034 (1997)
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